A New Era of Smarter Retail and CPG

Accelerate retail with AI.

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    Introduction

    Drive Growth, Agility, and Intelligence With AI

    AI is reshaping the retail and consumer packaged goods (CPG) industry—and NVIDIA is at the forefront of this transformation. Today, nine out of 10 retailers are deploying AI to optimize operations, personalize customer experiences, and empower associates to do more with less.

    Powered by NVIDIA’s full-stack AI platform and a global ecosystem of partners, retailers and CPG brands can deploy advanced solutions—ranging from generative AI to agentic AI to physical AI, automating complex workflows and decision-making across the enterprise.

    From omnichannel to intelligent supply chains to intelligent stores, we’re helping to build the next era of retail: scalable, responsive, and deeply customer-centric.

    State of AI in Retail and CPG 2026

    Discover how industry leaders are using AI to drive measurable business outcomes. The latest survey reveals how retailers and CPG innovators are scaling agentic AI, advancing supply chain intelligence, and transforming productivity, efficiency, and growth.

    Explore the 2026 Insights

    Executive Retail Sessions at GTC

    Discover how retail and consumer packaged goods (CPG) leaders are transforming their businesses with AI. Explore GTC sessions featuring innovators driving efficiency, personalization, and growth across the industry.

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    Business Segments

    Discover How the Retail Industry Is Using AI

    Omnichannel Management

    Delivering seamless customer experiences.

    Retailers are moving to create a fully integrated shopping experience across multiple touchpoints, including brick-and-mortar, web, and mobile devices. Why? Four in five customers shopping in a physical store browse the internet before or during their purchase decision to compare products and offers. Reversely, customers who make online purchases visit a physical store to get a feel of the product and fit. In fact, 73 percent of customers use more than one channel during a single shopping journey. By harnessing the power of AI, retailers can offer an omnichannel experience that increases cart size and builds brand affinity.

    Learn More About Omnichannel Management
    Omnichannel Management

    Intelligent Supply Chain

    Creating smart warehouses.

    NVIDIA AI and simulation solutions are delivering better-than-ever efficiency and intelligence to the supply chain, ensuring retailers never miss a beat and can meet customers expectations. With intelligent video analytics, robotics, automation, and management, operations become more efficient, process throughput accelerates, and warehouse robots deliver end-to-end visibility, increasing the accuracy of orders picked, packed, and shipped.​

    Learn More About AI-Enabled Warehouses
    Intelligent Supply Chain

    Intelligent Stores

    Building smart stores.

    With AI, retailers are building intelligent stores that reduce shrinkage, eliminate stockout, and offer visibility into in-store customer behavior to optimize merchandising. Data from cameras and sensors provides valuable analytics that enable smart decision making, improve operations, and increase efficiency. Additionally, the same infrastructure can be used for a faster customer checkout experience, including fully automated checkout systems. 

    Learn More About Intelligent Stores
    Intelligent Stores

    Blueprints

    NVIDIA Retail and CPG Blueprints

    Get started with workflows and code samples to build AI applications from the ground up.

    NVIDIA Retail Catalog Enrichment Blueprint

    Transform sparse product data into rich, accurate, localized content at scale with this AI blueprint. Using generative AI, it automates the creation of high-quality titles, descriptions, and attributes—reducing manual effort while ensuring brand consistency. The result is faster product onboarding and more effective, market-specific merchandising and marketing.

    Learn More About the Retail Catalog Enrichment Blueprint

    NVIDIA Retail Shopping Assistant Blueprint

    Develop a generative AI-powered shopping assistant that provides interactive customer experiences using retrieval-augmented generation (RAG)—a technique that connects large language models (LLMs) to a company’s enterprise data—and NVIDIA NIM microservices.

    Learn More About The Retail Shopping Assistant

    NVIDIA Retail Agentic Commerce Blueprint

    Enable next-generation shopping with AI agents that support product discovery, checkout, and post-purchase experiences. Built on an open, production-ready architecture, this blueprint enables agent-to-agent communication across platforms like ChatGPT and Gemini for seamless transactions. The result is secure, personalized, end-to-end shopping—all while keeping merchants in control.

    Learn More About the Retail Agentic Commerce Blueprint

    NVIDIA Multi-Intelligent Warehouse (MAIW) Blueprint

    Unify warehouse data into a real-time, explainable AI system that drives smarter operations. With specialized agents and a central assistant, this AI-powered blueprint turns fragmented inputs into actionable insights and recommendations. The result is safer, more efficient workflows and more predictable, data-driven performance.

    Learn More About the MAIW Blueprint

    Success Stories

    Explore the Real-World Impact

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    Solutions

    Industry Technology—From Edge to Data Center to Cloud

    Learn about the AI hardware and software for Retail and CPG.

    Transform Data Into Valuable Insights

    With NVIDIA Metropolis, retailers can improve customer satisfaction, in-store analytics, and business efficiencies. Discover how AI-enabled video analytics are helping build intelligent stores.

    Explore NVIDIA Metropolis

    Deliver State-of-the-Art Customer Experiences

    With NVIDIA RAPIDS™, processes that took days take minutes, making it easier and faster to build and deploy value-generating models. Retailers are using it to provide personalized recommendations with NVIDIA Merlin™ and improve demand forecasting, inventory management, and last-mile delivery.

    Explore NVIDIA RAPIDS Explore NVIDIA Merlin

    Drive Innovation With Generative AI

    Retailers are racing to adopt generative AI to create content and images for brand campaigns, hyper-personalized shopping advisors, ecommerce product descriptions, customer service responses, and more.

    Explore NVIDIA NeMo™

    SoulbotiX

    Create Lifelike Virtual Assistants Using AI

    NVIDIA Avatar Cloud Engine (ACE) enables developers to create virtual assistants and digital humans capable of AI-powered natural language interactions, enhancing the customer service experience and making conversations more realistic and engaging.

    Explore NVIDIA ACE
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    News and Events

    Catch Up on the Latest Industry News

    More Industry News

    NVIDIA Programs

    Learn and Grow Your Business With NVIDIA Programs

    NVIDIA Inception

    Inception is a free program that guides AI startups through the diverse NVIDIA platforms and ecosystems. From prototype to production, Inception meets each startup where they are, with member benefits to help them discover new AI opportunities, build with world-class technologies, and grow their business.

    • GPU credits and cloud resources
    • Go-to-market support
    • Investor connections
    Apply to NVIDIA Inception

    NVIDIA Connect

    NVIDIA Connect is a free program that helps software development companies and service providers shorten time to market through tailored development resources, technical training and guidance, and preferred pricing on NVIDIA technologies.

    • Members-only opportunities in generative AI, computer vision, and deep learning
    • Free self-paced courses and discounted workshops on AI and accelerated applications
    • Preferred pricing to eligible members on NVIDIA hardware and software
    Apply to NVIDIA Connect

    NVIDIA Deep Learning Institute

    The NVIDIA Deep Learning Institute (DLI) offers technical training from NVIDIA, so developers and researchers can gain in-demand skills, hands-on experience, and expert knowledge in AI, data science, accelerated computing, and more.

    • Self-paced online courses
    • Instructor-led workshops
    • Professional certifications
    Find DLI Trainings

    NVIDIA Partners for Retail

    Our solutions for the retail industry go beyond products. Our partners are here to assist your organization at every level to build and execute transformative AI strategies, products, and services.

    Explore Our Partners

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    Our experts can help your business unlock potential and unleash innovation.

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